Vercel + Supabase + MCP-only

Turn scattered AI sessions into a structured cloud memory.

Loom collects explicit MCP checkpoints, organizes them by project, extracts reusable knowledge, and keeps a daily report ready when you need it.

Write path

MCP checkpoints only

Tools call record_checkpoint with full transcript and summary. The server stores facts first and derives knowledge later.

Read path

Project memory on demand

Clients can read back project context, search knowledge nodes, or ask for a date-scoped report.

Deploy shape

Cheap to host

The app is designed for Vercel frontends and Supabase-backed storage, auth, vectors, and scheduled jobs.